Mathematical Models and Methods in Applied Sciences · 2010 · 12 citations · 20 references
ComputingComputer ScienceMathematicsComputational GeometryComputational MechanicsOptimizationConvex OptimizationGeometric OptimizationGeometry ProcessingOptimization In MechanicsShape AnalysisShape OptimizationGradient DescentGradient-based Shape OptimizationShape ControlViscosityViscosity Solutions
In this paper, we construct a level set method for an elliptic obstacle problem, which can be reformulated as a shape optimization problem. We provide a detailed shape sensitivity analysis for this reformulation and a stability result for the shape Hessian at the optimal shape. Using the shape sensitivities, we construct a geometric gradient flow, which can be realized in the context of level set methods. We prove the convergence of the gradient flow to an optimal shape and provide a complete analysis of the level set method in terms of viscosity solutions. To our knowledge this is the first complete analysis of a level set method for a nonlocal shape optimization problem. Finally, we discuss the implementation of the methods and illustrate its behavior through several computational experiments.
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Motion of level sets by mean curvature. I
L. C. Evans, Joel Spruck · Journal of Differential Geometry · 1991 · 1.2K citations · Full text